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ORCIDBibTeX records: Nagarajan Natarajan
@article{DBLP:journals/pacmse/WadhwaPSSNKPR24,
author = {Nalin Wadhwa and
Jui Pradhan and
Atharv Sonwane and
Surya Prakash Sahu and
Nagarajan Natarajan and
Aditya Kanade and
Suresh Parthasarathy and
Sriram K. Rajamani},
title = {{CORE:} Resolving Code Quality Issues using LLMs},
journal = {Proc. {ACM} Softw. Eng.},
volume = {1},
number = {{FSE}},
pages = {789--811},
year = {2024},
url = {https://doi.org/10.1145/3643762},
doi = {10.1145/3643762},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmse/WadhwaPSSNKPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Chowdhury0N24,
author = {Sayak Ray Chowdhury and
Xingyu Zhou and
Nagarajan Natarajan},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Differentially Private Reward Estimation with Preference Feedback},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4843--4851},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/ray-chowdhury24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Chowdhury0N24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChowdhuryKN24,
author = {Sayak Ray Chowdhury and
Anush Kini and
Nagarajan Natarajan},
title = {Provably Robust {DPO:} Aligning Language Models with Noisy Feedback},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=yhpDKSw7yA},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChowdhuryKN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsdi/SomashekarTKCHB24,
author = {Gagan Somashekar and
Karan Tandon and
Anush Kini and
Chieh{-}Chun Chang and
Petr Husak and
Ranjita Bhagwan and
Mayukh Das and
Anshul Gandhi and
Nagarajan Natarajan},
editor = {Laurent Vanbever and
Irene Zhang},
title = {OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy},
booktitle = {21st {USENIX} Symposium on Networked Systems Design and Implementation,
{NSDI} 2024, Santa Clara, CA, April 15-17, 2024},
publisher = {{USENIX} Association},
year = {2024},
url = {https://www.usenix.org/conference/nsdi24/presentation/somashekar},
timestamp = {Fri, 19 Apr 2024 11:29:16 +0200},
biburl = {https://dblp.org/rec/conf/nsdi/SomashekarTKCHB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15963,
author = {Manav Singhal and
Tushar Aggarwal and
Abhijeet Awasthi and
Nagarajan Natarajan and
Aditya Kanade},
title = {NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional
Correctness},
journal = {CoRR},
volume = {abs/2401.15963},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15963},
doi = {10.48550/ARXIV.2401.15963},
eprinttype = {arXiv},
eprint = {2401.15963},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00409,
author = {Sayak Ray Chowdhury and
Anush Kini and
Nagarajan Natarajan},
title = {Provably Robust {DPO:} Aligning Language Models with Noisy Feedback},
journal = {CoRR},
volume = {abs/2403.00409},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00409},
doi = {10.48550/ARXIV.2403.00409},
eprinttype = {arXiv},
eprint = {2403.00409},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10504,
author = {Gurusha Juneja and
Nagarajan Natarajan and
Hua Li and
Jian Jiao and
Amit Sharma},
title = {Task Facet Learning: {A} Structured Approach to Prompt Optimization},
journal = {CoRR},
volume = {abs/2406.10504},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10504},
doi = {10.48550/ARXIV.2406.10504},
eprinttype = {arXiv},
eprint = {2406.10504},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11638,
author = {Daman Arora and
Atharv Sonwane and
Nalin Wadhwa and
Abhav Mehrotra and
Saiteja Utpala and
Ramakrishna Bairi and
Aditya Kanade and
Nagarajan Natarajan},
title = {{MASAI:} Modular Architecture for Software-engineering {AI} Agents},
journal = {CoRR},
volume = {abs/2406.11638},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11638},
doi = {10.48550/ARXIV.2406.11638},
eprinttype = {arXiv},
eprint = {2406.11638},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AnshumaanBTNSP23,
author = {Divyam Anshumaan and
Sriram Balasubramanian and
Shubham Tiwari and
Nagarajan Natarajan and
Sundararajan Sellamanickam and
Venkat N. Padmanabhan},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Simulating Network Paths with Recurrent Buffering Units},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {6684--6692},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25820},
doi = {10.1609/AAAI.V37I6.25820},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AnshumaanBTNSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotnets/TanejaBBGPBN0C23,
author = {Aryan Taneja and
Rahul Bothra and
Debopam Bhattacherjee and
Rohan Gandhi and
Venkata N. Padmanabhan and
Ranjita Bhagwan and
Nagarajan Natarajan and
Saikat Guha and
Ross Cutler},
title = {Don't Forget the User: It's Time to Rethink Network Measurements},
booktitle = {Proceedings of the 22nd {ACM} Workshop on Hot Topics in Networks,
HotNets 2023, Cambridge, MA, USA, November 28-29, 2023},
pages = {109--116},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3626111.3630095},
doi = {10.1145/3626111.3630095},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hotnets/TanejaBBGPBN0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsdi/KarthikeyanNSZB23,
author = {Ajaykrishna Karthikeyan and
Nagarajan Natarajan and
Gagan Somashekar and
Lei Zhao and
Ranjita Bhagwan and
Rodrigo Fonseca and
Tatiana Racheva and
Yogesh Bansal},
editor = {Mahesh Balakrishnan and
Manya Ghobadi},
title = {SelfTune: Tuning Cluster Managers},
booktitle = {20th {USENIX} Symposium on Networked Systems Design and Implementation,
{NSDI} 2023, Boston, MA, April 17-19, 2023},
pages = {1097--1114},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/nsdi23/presentation/karthikeyan},
timestamp = {Thu, 11 May 2023 17:08:22 +0200},
biburl = {https://dblp.org/rec/conf/nsdi/KarthikeyanNSZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChowdhurySNS23,
author = {Sayak Ray Chowdhury and
Gaurav Sinha and
Nagarajan Natarajan and
Amit Sharma},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Combinatorial categorized bandits with expert rankings},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {403--412},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/chowdhury23a.html},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChowdhurySNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12465,
author = {Naman Jain and
Shubham Gandhi and
Atharv Sonwane and
Aditya Kanade and
Nagarajan Natarajan and
Suresh Parthasarathy and
Sriram K. Rajamani and
Rahul Sharma},
title = {StaticFixer: From Static Analysis to Static Repair},
journal = {CoRR},
volume = {abs/2307.12465},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12465},
doi = {10.48550/ARXIV.2307.12465},
eprinttype = {arXiv},
eprint = {2307.12465},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12938,
author = {Nalin Wadhwa and
Jui Pradhan and
Atharv Sonwane and
Surya Prakash Sahu and
Nagarajan Natarajan and
Aditya Kanade and
Suresh Parthasarathy and
Sriram K. Rajamani},
title = {Frustrated with Code Quality Issues? LLMs can Help!},
journal = {CoRR},
volume = {abs/2309.12938},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12938},
doi = {10.48550/ARXIV.2309.12938},
eprinttype = {arXiv},
eprint = {2309.12938},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19733,
author = {Sayak Ray Chowdhury and
Xingyu Zhou and
Nagarajan Natarajan},
title = {Differentially Private Reward Estimation with Preference Feedback},
journal = {CoRR},
volume = {abs/2310.19733},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19733},
doi = {10.48550/ARXIV.2310.19733},
eprinttype = {arXiv},
eprint = {2310.19733},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20158,
author = {Daman Arora and
Anush Kini and
Sayak Ray Chowdhury and
Nagarajan Natarajan and
Gaurav Sinha and
Amit Sharma},
title = {GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval},
journal = {CoRR},
volume = {abs/2310.20158},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20158},
doi = {10.48550/ARXIV.2310.20158},
eprinttype = {arXiv},
eprint = {2310.20158},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pomacs/AshokTNPS22,
author = {Sachin Ashok and
Shubham Tiwari and
Nagarajan Natarajan and
Venkata N. Padmanabhan and
Sundararajan Sellamanickam},
title = {Data-Driven Network Path Simulation with iBox},
journal = {Proc. {ACM} Meas. Anal. Comput. Syst.},
volume = {6},
number = {1},
pages = {6:1--6:26},
year = {2022},
url = {https://doi.org/10.1145/3508026},
doi = {10.1145/3508026},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pomacs/AshokTNPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KarthikeyanJNJ22,
author = {Ajaykrishna Karthikeyan and
Naman Jain and
Nagarajan Natarajan and
Prateek Jain},
title = {Learning Accurate Decision Trees with Bandit Feedback via Quantized
Gradient Descent},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=u0n1chY0b6},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KarthikeyanJNJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/JainVINPR022,
author = {Naman Jain and
Skanda Vaidyanath and
Arun Shankar Iyer and
Nagarajan Natarajan and
Suresh Parthasarathy and
Sriram K. Rajamani and
Rahul Sharma},
title = {Jigsaw: Large Language Models meet Program Synthesis},
booktitle = {44th {IEEE/ACM} 44th International Conference on Software Engineering,
{ICSE} 2022, Pittsburgh, PA, USA, May 25-27, 2022},
pages = {1219--1231},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3510003.3510203},
doi = {10.1145/3510003.3510203},
timestamp = {Mon, 18 Jul 2022 16:47:42 +0200},
biburl = {https://dblp.org/rec/conf/icse/JainVINPR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/AshokTNPS22,
author = {Sachin Ashok and
Shubham Tiwari and
Nagarajan Natarajan and
Venkata N. Padmanabhan and
Sundararajan Sellamanickam},
editor = {D. Manjunath and
Jayakrishnan Nair and
Niklas Carlsson and
Edith Cohen and
Philippe Robert},
title = {Data-Driven Network Path Simulation with iBox},
booktitle = {{SIGMETRICS/PERFORMANCE} '22: {ACM} {SIGMETRICS/IFIP} {PERFORMANCE}
Joint International Conference on Measurement and Modeling of Computer
Systems, Mumbai, India, June 6 - 10, 2022},
pages = {47--48},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489048.3522646},
doi = {10.1145/3489048.3522646},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/AshokTNPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13870,
author = {Divyam Anshumaan and
Sriram Balasubramanian and
Shubham Tiwari and
Nagarajan Natarajan and
Sundararajan Sellamanickam and
Venkata N. Padmanabhan},
title = {Simulating Network Paths with Recurrent Buffering Units},
journal = {CoRR},
volume = {abs/2202.13870},
year = {2022},
url = {https://arxiv.org/abs/2202.13870},
eprinttype = {arXiv},
eprint = {2202.13870},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahaNNJ21,
author = {Aadirupa Saha and
Nagarajan Natarajan and
Praneeth Netrapalli and
Prateek Jain},
editor = {Marina Meila and
Tong Zhang},
title = {Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9255--9264},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/saha21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SahaNNJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07387,
author = {Aadirupa Saha and
Nagarajan Natarajan and
Praneeth Netrapalli and
Prateek Jain},
title = {Optimal Regret Algorithm for Pseudo-1d Bandit Convex Optimization},
journal = {CoRR},
volume = {abs/2102.07387},
year = {2021},
url = {https://arxiv.org/abs/2102.07387},
eprinttype = {arXiv},
eprint = {2102.07387},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07567,
author = {Ajaykrishna Karthikeyan and
Naman Jain and
Nagarajan Natarajan and
Prateek Jain},
title = {Learning Accurate Decision Trees with Bandit Feedback via Quantized
Gradient Descent},
journal = {CoRR},
volume = {abs/2102.07567},
year = {2021},
url = {https://arxiv.org/abs/2102.07567},
eprinttype = {arXiv},
eprint = {2102.07567},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02969,
author = {Naman Jain and
Skanda Vaidyanath and
Arun Shankar Iyer and
Nagarajan Natarajan and
Suresh Parthasarathy and
Sriram K. Rajamani and
Rahul Sharma},
title = {Jigsaw: Large Language Models meet Program Synthesis},
journal = {CoRR},
volume = {abs/2112.02969},
year = {2021},
url = {https://arxiv.org/abs/2112.02969},
eprinttype = {arXiv},
eprint = {2112.02969},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotnets/AshokDNPSG20,
author = {Sachin Ashok and
Sai Surya Duvvuri and
Nagarajan Natarajan and
Venkata N. Padmanabhan and
Sundararajan Sellamanickam and
Johannes Gehrke},
editor = {Ben Y. Zhao and
Heather Zheng and
Harsha V. Madhyastha and
Venkat N. Padmanabhan},
title = {iBox: Internet in a Box},
booktitle = {HotNets '20: The 19th {ACM} Workshop on Hot Topics in Networks, Virtual
Event, USA, November 4-6, 2020},
pages = {23--29},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3422604.3425935},
doi = {10.1145/3422604.3425935},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hotnets/AshokDNPSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06835,
author = {Nagarajan Natarajan and
Ajaykrishna Karthikeyan and
Prateek Jain and
Ivan Radicek and
Sriram K. Rajamani and
Sumit Gulwani and
Johannes Gehrke},
title = {Programming by Rewards},
journal = {CoRR},
volume = {abs/2007.06835},
year = {2020},
url = {https://arxiv.org/abs/2007.06835},
eprinttype = {arXiv},
eprint = {2007.06835},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001WNK0R19,
author = {Vivek Gupta and
Rahul Wadbude and
Nagarajan Natarajan and
Harish Karnick and
Prateek Jain and
Piyush Rai},
title = {Distributional Semantics Meets Multi-Label Learning},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3747--3754},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013747},
doi = {10.1609/AAAI.V33I01.33013747},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001WNK0R19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NatarajanSDJG19,
author = {Nagarajan Natarajan and
Danny Simmons and
Naren Datha and
Prateek Jain and
Sumit Gulwani},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Learning Natural Programs from a Few Examples in Real-Time},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1714--1722},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/natarajan19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NatarajanSDJG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11728,
author = {Sahil Bhatia and
Saswat Padhi and
Nagarajan Natarajan and
Rahul Sharma and
Prateek Jain},
title = {{OASIS:} ILP-Guided Synthesis of Loop Invariants},
journal = {CoRR},
volume = {abs/1911.11728},
year = {2019},
url = {http://arxiv.org/abs/1911.11728},
eprinttype = {arXiv},
eprint = {1911.11728},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MenonRN18,
author = {Aditya Krishna Menon and
Brendan van Rooyen and
Nagarajan Natarajan},
title = {Learning from binary labels with instance-dependent noise},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1561--1595},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5715-3},
doi = {10.1007/S10994-018-5715-3},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MenonRN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/NatarajanDRT17,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
title = {Cost-Sensitive Learning with Noisy Labels},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {155:1--155:33},
year = {2017},
url = {https://jmlr.org/papers/v18/15-226.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NatarajanDRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Chaudhuri0N17,
author = {Kamalika Chaudhuri and
Prateek Jain and
Nagarajan Natarajan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Active Heteroscedastic Regression},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {694--702},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chaudhuri17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Chaudhuri0N17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DembczynskiKKN17,
author = {Krzysztof Dembczynski and
Wojciech Kotlowski and
Oluwasanmi Koyejo and
Nagarajan Natarajan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Consistency Analysis for Binary Classification Revisited},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {961--969},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/dembczynski17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DembczynskiKKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05976,
author = {Rahul Wadbude and
Vivek Gupta and
Piyush Rai and
Nagarajan Natarajan and
Harish Karnick},
title = {Leveraging Distributional Semantics for Multi-Label Learning},
journal = {CoRR},
volume = {abs/1709.05976},
year = {2017},
url = {http://arxiv.org/abs/1709.05976},
eprinttype = {arXiv},
eprint = {1709.05976},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NatarajanKRD16,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Optimal Classification with Multivariate Losses},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1530--1538},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/natarajan16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/NatarajanKRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Natarajan016,
author = {Nagarajan Natarajan and
Prateek Jain},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Regret Bounds for Non-decomposable Metrics with Missing Labels},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2874--2882},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/2dffbc474aa176b6dc957938c15d0c8b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Natarajan016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MenonRN16,
author = {Aditya Krishna Menon and
Brendan van Rooyen and
Nagarajan Natarajan},
title = {Learning from Binary Labels with Instance-Dependent Corruption},
journal = {CoRR},
volume = {abs/1605.00751},
year = {2016},
url = {http://arxiv.org/abs/1605.00751},
eprinttype = {arXiv},
eprint = {1605.00751},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MenonRN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002N16,
author = {Prateek Jain and
Nagarajan Natarajan},
title = {Regret Bounds for Non-decomposable Metrics with Missing Labels},
journal = {CoRR},
volume = {abs/1606.02077},
year = {2016},
url = {http://arxiv.org/abs/1606.02077},
eprinttype = {arXiv},
eprint = {1606.02077},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002N16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/NatarajanRD15,
author = {Nagarajan Natarajan and
Nikhil Rao and
Inderjit S. Dhillon},
title = {{PU} matrix completion with graph information},
booktitle = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,
2015},
pages = {37--40},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CAMSAP.2015.7383730},
doi = {10.1109/CAMSAP.2015.7383730},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/NatarajanRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehND15,
author = {Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {{PU} Learning for Matrix Completion},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2445--2453},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hsiehb15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HsiehND15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JainNT15,
author = {Prateek Jain and
Nagarajan Natarajan and
Ambuj Tewari},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Predtron: {A} Family of Online Algorithms for General Prediction Problems},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1009--1017},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/6a10bbd480e4c5573d8f3af73ae0454b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JainNT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD15,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Consistent Multilabel Classification},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3321--3329},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/85f007f8c50dd25f5a45fca73cad64bd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NatarajanKRD15,
author = {Nagarajan Natarajan and
Oluwasanmi Koyejo and
Pradeep Ravikumar and
Inderjit S. Dhillon},
title = {Optimal Decision-Theoretic Classification Using Non-Decomposable Performance
Metrics},
journal = {CoRR},
volume = {abs/1505.01802},
year = {2015},
url = {http://arxiv.org/abs/1505.01802},
eprinttype = {arXiv},
eprint = {1505.01802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NatarajanKRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/NatarajanD14,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon},
title = {Inductive matrix completion for predicting gene-disease associations},
journal = {Bioinform.},
volume = {30},
number = {12},
pages = {60--68},
year = {2014},
url = {https://doi.org/10.1093/bioinformatics/btu269},
doi = {10.1093/BIOINFORMATICS/BTU269},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/NatarajanD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChiangHNDT14,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon and
Ambuj Tewari},
title = {Prediction and clustering in signed networks: a local to global perspective},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1177--1213},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638573},
doi = {10.5555/2627435.2638573},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChiangHNDT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoyejoNRD14,
author = {Oluwasanmi Koyejo and
Nagarajan Natarajan and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Consistent Binary Classification with Generalized Performance Metrics},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2744--2752},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/30c8e1ca872524fbf7ea5c519ca397ee-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KoyejoNRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiehND14,
author = {Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Inderjit S. Dhillon},
title = {{PU} Learning for Matrix Completion},
journal = {CoRR},
volume = {abs/1411.6081},
year = {2014},
url = {http://arxiv.org/abs/1411.6081},
eprinttype = {arXiv},
eprint = {1411.6081},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiehND14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/NatarajanSC13,
author = {Nagarajan Natarajan and
Prithviraj Sen and
Vineet Chaoji},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Community detection in content-sharing social networks},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {82--89},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492546},
doi = {10.1145/2492517.2492546},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/NatarajanSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NatarajanDRT13,
author = {Nagarajan Natarajan and
Inderjit S. Dhillon and
Pradeep Ravikumar and
Ambuj Tewari},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning with Noisy Labels},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1196--1204},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/3871bd64012152bfb53fdf04b401193f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NatarajanDRT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NatarajanSD13,
author = {Nagarajan Natarajan and
Donghyuk Shin and
Inderjit S. Dhillon},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Which app will you use next?: collaborative filtering with interactional
context},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {201--208},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507186},
doi = {10.1145/2507157.2507186},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NatarajanSD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-5145,
author = {Kai{-}Yang Chiang and
Cho{-}Jui Hsieh and
Nagarajan Natarajan and
Ambuj Tewari and
Inderjit S. Dhillon},
title = {Prediction and Clustering in Signed Networks: {A} Local to Global
Perspective},
journal = {CoRR},
volume = {abs/1302.5145},
year = {2013},
url = {http://arxiv.org/abs/1302.5145},
eprinttype = {arXiv},
eprint = {1302.5145},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-5145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/VasukiNLSD11,
author = {Vishvas Vasuki and
Nagarajan Natarajan and
Zhengdong Lu and
Berkant Savas and
Inderjit S. Dhillon},
title = {Scalable Affiliation Recommendation using Auxiliary Networks},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {1},
pages = {3:1--3:20},
year = {2011},
url = {https://doi.org/10.1145/2036264.2036267},
doi = {10.1145/2036264.2036267},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/VasukiNLSD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChiangNTD11,
author = {Kai{-}Yang Chiang and
Nagarajan Natarajan and
Ambuj Tewari and
Inderjit S. Dhillon},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Exploiting longer cycles for link prediction in signed networks},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1157--1162},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063742},
doi = {10.1145/2063576.2063742},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChiangNTD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VasukiNLD10,
author = {Vishvas Vasuki and
Nagarajan Natarajan and
Zhengdong Lu and
Inderjit S. Dhillon},
editor = {Xavier Amatriain and
Marc Torrens and
Paul Resnick and
Markus Zanker},
title = {Affiliation recommendation using auxiliary networks},
booktitle = {Proceedings of the 2010 {ACM} Conference on Recommender Systems, RecSys
2010, Barcelona, Spain, September 26-30, 2010},
pages = {103--110},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1864708.1864731},
doi = {10.1145/1864708.1864731},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/VasukiNLD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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